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| Clockwork Variational Autoencoders | Feb 18, 2021 | MinecraftPrediction | CodeCode Available | 1 |
| The MineRL 2020 Competition on Sample Efficient Reinforcement Learning using Human Priors | Jan 26, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Autonomous Learning of Object-Centric Abstractions for High-Level Planning | Jan 1, 2021 | MinecraftObject | —Unverified | 0 |
| Evaluating Agents without Rewards | Dec 21, 2020 | Atari GamesMinecraft | CodeCode Available | 0 |
| Using Enhanced Gaussian Cross-Entropy in Imitation Learning to Digging the First Diamond in Minecraft | Dec 14, 2020 | Imitation LearningMinecraft | —Unverified | 0 |
| EvoCraft: A New Challenge for Open-Endedness | Dec 8, 2020 | Minecraft | CodeCode Available | 1 |
| Machine Learning Prediction of Gamer's Private Networks | Dec 7, 2020 | BIG-bench Machine LearningMinecraft | —Unverified | 0 |
| Predicting Human Strategies in Simulated Search and Rescue Task | Nov 15, 2020 | Minecraft | —Unverified | 0 |
| Explaining Differences in Classes of Discrete Sequences | Nov 6, 2020 | BIG-bench Machine LearningMinecraft | —Unverified | 0 |
| Task Scoping: Generating Task-Specific Abstractions for Planning in Open-Scope Models | Oct 17, 2020 | Minecraft | —Unverified | 0 |
| Generating Instructions at Different Levels of Abstraction | Oct 8, 2020 | MinecraftObject | —Unverified | 0 |
| Align-RUDDER: Learning From Few Demonstrations by Reward Redistribution | Sep 29, 2020 | General Reinforcement LearningMinecraft | CodeCode Available | 1 |
| Scaling Imitation Learning in Minecraft | Jul 6, 2020 | Data AugmentationImitation Learning | CodeCode Available | 1 |
| MC-Saar-Instruct: a Platform for Minecraft Instruction Giving Agents | Jul 1, 2020 | Minecraft | —Unverified | 0 |
| Learning to execute instructions in a Minecraft dialogue | Jul 1, 2020 | Learning to ExecuteMinecraft | —Unverified | 0 |
| CraftAssist Instruction Parsing: Semantic Parsing for a Voxel-World Assistant | Jul 1, 2020 | MinecraftSemantic Parsing | —Unverified | 0 |
| Forgetful Experience Replay in Hierarchical Reinforcement Learning from Demonstrations | Jun 17, 2020 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 1 |
| Encoding formulas as deep networks: Reinforcement learning for zero-shot execution of LTL formulas | Jun 1, 2020 | MinecraftMulti-Task Learning | CodeCode Available | 1 |
| Playing Minecraft with Behavioural Cloning | May 7, 2020 | Behavioural cloningMinecraft | CodeCode Available | 1 |
| Program Guided Agent | May 1, 2020 | MinecraftZero-shot Generalization | —Unverified | 0 |
| AMRL: Aggregated Memory For Reinforcement Learning | May 1, 2020 | Minecraftreinforcement-learning | —Unverified | 0 |
| Spatial AMR: Expanded Spatial Annotation in the Context of a Grounded Minecraft Corpus | May 1, 2020 | Abstract Meaning RepresentationMinecraft | —Unverified | 0 |
| Evolving Inborn Knowledge For Fast Adaptation in Dynamic POMDP Problems | Apr 27, 2020 | Meta Reinforcement LearningMinecraft | CodeCode Available | 0 |